AVERAGE_POOL_2D |
Y |
Y |
|
ARGMAX |
|
Y |
Only CPU and tensorflow is supported |
BATCH_NORM |
|
Y |
Fusion with activation is supported |
BATCH_TO_SPACE_ND |
Y |
Y |
|
BIAS_ADD |
|
Y |
|
CAST |
|
Y |
Only CPU and tensorflow model is supported |
CHANNEL_SHUFFLE |
|
Y |
|
CONCATENATION |
Y |
Y |
Only support channel axis concatenation |
CONV_2D |
Y |
Y |
Fusion with BN and activation layer is supported |
DECONV_2D |
|
Y |
Only tensorflow model is supported |
DEPTHWISE_CONV_2D |
Y |
Y |
Only multiplier = 1 is supported; Fusion is supported |
DEPTH_TO_SPACE |
Y |
Y |
|
DEQUANTIZE |
Y |
Y |
Model quantization will be supported later |
ELEMENT_WISE |
Y |
Y |
ADD/MUL/DIV/MIN/MAX/NEG/ABS/SQR_DIFF/POW/RSQRT/EQUAL |
EMBEDDING_LOOKUP |
Y |
Y |
Only support channel axis concatenation |
FLOOR |
Y |
|
|
FULLY_CONNECTED |
Y |
Y |
|
GROUP_CONV_2D |
|
|
Caffe model with group count = channel count is supported |
HASHTABLE_LOOKUP |
Y |
|
|
IDENTITY |
|
Y |
Only tensorflow model is supported |
L2_NORMALIZATION |
Y |
|
|
L2_POOL_2D |
Y |
|
|
LOCAL_RESPONSE_NORMALIZATION |
Y |
Y |
|
LOGISTIC |
Y |
Y |
|
LSH_PROJECTION |
Y |
|
|
LSTM |
Y |
|
|
MATMUL |
|
Y |
|
MAX_POOL_2D |
Y |
Y |
|
PAD |
Y |
Y |
|
PSROI_ALIGN |
|
Y |
|
PRELU |
|
Y |
Only caffe model is supported |
REDUCE_MEAN |
Y |
Y |
Only tensorflow model is supported |
RELU |
Y |
Y |
|
RELU1 |
Y |
Y |
|
RELU6 |
Y |
Y |
|
RELUX |
|
Y |
|
RESHAPE |
Y |
Y |
Limited support: only internal use of reshape in composed operations is supported |
RESIZE_BILINEAR |
Y |
Y |
|
RNN |
Y |
|
|
RPN_PROPOSAL_LAYER |
|
Y |
|
SHAPE |
|
Y |
Only CPU and tensorflow is supported |
STACK |
|
Y |
Only CPU and tensorflow is supported |
STRIDEDSLICE |
Y |
Y |
Only CPU and tensorflow is supported |
SLICE |
|
Y |
In tensorflow, this op is equivalent to SPLIT; Only support channel axis slice |
SOFTMAX |
Y |
Y |
|
SPACE_TO_BATCH_ND |
Y |
Y |
|
SPACE_TO_DEPTH |
Y |
Y |
|
SQEEZE |
Y |
Y |
Only CPU and tensorflow is supported |
SVDF |
Y |
|
|
TANH |
Y |
Y |
|
TRANSPOSE |
Y |
Y |
Only CPU and tensorflow is supported |